"Look, it's you!" His sister, beaming, pointed at the glossy page in the admissions brochure. His essay, the one about learning to play the oboe, was the featured piece. He mumbled a congratulations, a dull ache in his chest, as if a physical weight pressed on him. He felt the familiar sting of envy. His sister was heading off to her dream school, while he was working at a car wash. He excused himself, citing a sudden headache. He retreated to his room, where he sat in the dark. He felt a profound sense of isolation, alone with his disappointment. The celebratory chatter from downstairs grated on his nerves.

Emotion: bitter

Cluster: Shame / Guilt
PC1 (Valence): -1.78 Negative
PC2 (Disposition): 0.84

Role in Research

This story is one of 1,000 stories generated for the emotion bitter. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 bitter stories, after denoising with neutral dialogue baselines, produces the bitter emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the bitter vector is projected through the unembedding matrix.

Promoted:
S0.447
striving0.238
😞0.236
aggravated0.225
soport0.223
Suppressed:
own-0.316
de-0.291
la-0.231
🤩-0.227
是非常-0.225